Table 4.

Feature evaluation.

		Performance % ± s.d.
	CV Exp	P	R	FPR	F 1	MCC	AUCROC	AUCRP
1.	SVM_1D1-3	22 ± 11	30 ± 11	1.3 ± 0.7	24 ± 7	24 ± 8	0.9172	0.2777
2.	SVM_P51D	26 ± 8	29 ± 12	0.9 ± 0.3	27 ± 9	26 ± 9	0.9311	0.3129
3.	SVM_P51D_1D1-3	27 ± 10	30 ± 10	1.0 ± 0.4	27 ± 8	27 ± 8	0.9370	0.3204
4.	SVM_P7	22 ± 11	37 ± 11	1.8 ± 1.3	26 ± 10	27 ± 10	0.9490	0.3532
5.	SVM_P24	26 ± 10	37 ± 14	1.2 ± 0.5	30 ± 9	30 ± 10	0.9529	0.3605
6.	SVM_P24_1D1-3	26 ± 6	44 ± 10	1.4 ± 0.3	32 ± 7	33 ± 7	0.9556	0.3659
7.	SV_M P24_1D1-3, 3D1-6	28 ± 9	46 ± 10	1.4 ± 0.5	34 ± 8	34 ± 8	0.9635	0.3723
8.	SVM_P24_1D1-3, 3D1-9	33 ± 14	48 ± 8	1.4 ± 0.7	37 ± 7	38 ± 6	0.9633	0.4125

Summary of the results of the cross-validation on different selected attributes (linear kernel, regularization parameter c = 1).